AIMC Topic: Music

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Human Action Recognition and Note Recognition: A Deep Learning Approach Using STA-GCN.

Sensors (Basel, Switzerland) Apr 14, 2024
Human action recognition (HAR) is growing in machine learning with a wide range of applications. One challenging aspect of HAR is recognizing human actions while playing music, further complicated by the need to recognize the musical notes being play...
Deep Learning Gestures Neural Networks, Computer Algorithms Humans Human Activities Music Pattern Recognition, Automated Movement
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A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition.

Sensors (Basel, Switzerland) Mar 29, 2024
Classical machine learning techniques have dominated Music Emotion Recognition. However, improvements have slowed down due to the complex and time-consuming task of handcrafting new emotionally relevant audio features. Deep learning methods have rece...
Emotions Data Accuracy Machine Learning Music Deep Learning
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Reminiscent music therapy combined with robot-assisted rehabilitation for elderly stroke patients: a pilot study.

Journal of neuroengineering and rehabilitation Jan 30, 2024
BACKGROUND: Although some studies suggest that robot-assisted technology can significantly improve upper limb function in stroke patients compared to traditional rehabilitation training, it is still necessary to incorporate an auxiliary intervention ...
Recovery of Function Robotics Pilot Projects Treatment Outcome Music Therapy Upper Extremity Stroke Activities of Daily Living Humans Aged Stroke Rehabilitation Music
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Music Similarity Detection Guided by Deep Learning Model.

Computational intelligence and neuroscience Feb 20, 2023
Digital music has become a hot spot with the rapid development of network technology and digital audio technology. The general public is increasingly interested in music similarity detection (MSD). Similarity detection is mainly for music style class...
Algorithms Deep Learning Digital Technology Music Neural Networks, Computer
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Using Deep Learning to Recognize Therapeutic Effects of Music Based on Emotions.

Sensors (Basel, Switzerland) Jan 14, 2023
Music is important in everyday life, and music therapy can help treat a variety of health issues. Music listening is a technique used by music therapists in various clinical treatments. As a result, music therapists must have an intelligent system at...
Emotions Music Machine Learning Deep Learning Humans Neural Networks, Computer
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The Generation of Piano Music Using Deep Learning Aided by Robotic Technology.

Computational intelligence and neuroscience Oct 10, 2022
In order to improve the accuracy and precision of music generation assisted by robotics, this study analyzes the application of deep learning in piano music generation. Firstly, based on the basic concepts of robotics and deep learning, the advantage...
Robotics Technology Algorithms Deep Learning Music
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Analysis of the Correlation between College Music Education and Public Mental Health Based on Deep Learning.

Journal of environmental and public health Oct 5, 2022
With the continuous changes of college music education and public mental health problems, conventional solutions are no longer sufficient. At this time, we adopted a method based on deep learning to study them. The experiments showed that ① deep lear...
Music Humans Deep Learning Mental Health Universities
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Using Pitch Feature Matching to Design a Music Tutoring System Based on Deep Learning.

Computational intelligence and neuroscience Sep 6, 2022
It is a challenge for the current music teaching system to carry out teaching according to the difference of score difficulty and realize automatic grading. Therefore, identifying the difficulty of music score according to pitch is the key to individ...
Humans Music Students Deep Learning
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Analysis of Erhu Performance Effect in Public Health Music Works Based on Artificial Intelligence Technology.

Journal of environmental and public health Sep 1, 2022
With the rise of Erhu teaching in recent years, a large number of people have joined the team to learn Erhu playing. However, due to the high cost of teaching and the unique one-to-one teaching mode between teachers and students, Erhu education resou...
Music Reproducibility of Results Public Health Artificial Intelligence Technology Humans
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Construction of AI Environmental Music Education Application Model Based on Deep Learning.

Journal of environmental and public health Aug 22, 2022
The art of music, which is a necessary component of daily life and an ideology older than language, reflects the emotions of human reality. Many new elements have been introduced into music as a result of the quick development of technology, graduall...
Humans Students Deep Learning Image Processing, Computer-Assisted Music Models, Theoretical
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